The air conditioning hummed, a monotonous drone that did nothing to soothe the tension in John's chest. He sat rigid in the waiting area, watching as his friend, Michael, emerged from the interview room, a broad smile plastered across his face. Michael clapped him on the shoulder, offering a too-hearty “Good luck, man!” before disappearing down the hall.

John's hands trembled as he watched the door close behind him. He pictured the easy conversation, the shared jokes, the genuine connection that, from the outside, appeared to have taken place. John looked again, finding that the door now felt like a barrier between him and his entire life. The waiting room suddenly felt like a tomb.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217